Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 10754 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Text | 3 |
|---|---|
| Categorical | 3 |
| Numeric | 16 |
yellow cards is highly skewed (γ1 = 38.23386693) | Skewed |
red cards is highly skewed (γ1 = 63.31158671) | Skewed |
clean sheets is highly skewed (γ1 = 87.39062027) | Skewed |
player has unique values | Unique |
appearance has 389 (3.6%) zeros | Zeros |
goals has 4354 (40.5%) zeros | Zeros |
assists has 4539 (42.2%) zeros | Zeros |
yellow cards has 2213 (20.6%) zeros | Zeros |
second yellow cards has 9585 (89.1%) zeros | Zeros |
red cards has 9423 (87.6%) zeros | Zeros |
goals conceded has 9739 (90.6%) zeros | Zeros |
clean sheets has 9800 (91.1%) zeros | Zeros |
minutes played has 405 (3.8%) zeros | Zeros |
days_injured has 4117 (38.3%) zeros | Zeros |
games_injured has 4227 (39.3%) zeros | Zeros |
award has 4773 (44.4%) zeros | Zeros |
current_value has 167 (1.6%) zeros | Zeros |
highest_value has 125 (1.2%) zeros | Zeros |
Reproduction
| Analysis started | 2024-05-28 14:26:22.761239 |
|---|---|
| Analysis finished | 2024-05-28 14:26:32.006803 |
| Duration | 9.25 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
player
Text
UNIQUE
| Distinct | 10754 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.1 KiB |
Length
| Max length | 55 |
|---|---|
| Median length | 49 |
| Mean length | 36.26167 |
| Min length | 26 |
Characters and Unicode
| Total characters | 389958 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10754 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | /david-de-gea/profil/spieler/59377 |
|---|---|
| 2nd row | /jack-butland/profil/spieler/128899 |
| 3rd row | /tom-heaton/profil/spieler/34130 |
| 4th row | /lisandro-martinez/profil/spieler/480762 |
| 5th row | /raphael-varane/profil/spieler/164770 |
| Value | Count | Frequency (%) |
| david-de-gea/profil/spieler/59377 | 1 | < 0.1% |
| teden-mengi/profil/spieler/548470 | 1 | < 0.1% |
| vladimir-coufal/profil/spieler/157672 | 1 | < 0.1% |
| donny-van-de-beek/profil/spieler/288255 | 1 | < 0.1% |
| tom-heaton/profil/spieler/34130 | 1 | < 0.1% |
| lisandro-martinez/profil/spieler/480762 | 1 | < 0.1% |
| raphael-varane/profil/spieler/164770 | 1 | < 0.1% |
| harry-maguire/profil/spieler/177907 | 1 | < 0.1% |
| victor-lindelof/profil/spieler/184573 | 1 | < 0.1% |
| phil-jones/profil/spieler/117996 | 1 | < 0.1% |
| Other values (10744) | 10744 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 43016 | 11.0% |
| e | 33037 | 8.5% |
| i | 32320 | 8.3% |
| r | 30556 | 7.8% |
| l | 28809 | 7.4% |
| p | 23004 | 5.9% |
| o | 21227 | 5.4% |
| s | 17880 | 4.6% |
| a | 17738 | 4.5% |
| f | 11975 | 3.1% |
| Other values (30) | 130396 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 389958 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 43016 | 11.0% |
| e | 33037 | 8.5% |
| i | 32320 | 8.3% |
| r | 30556 | 7.8% |
| l | 28809 | 7.4% |
| p | 23004 | 5.9% |
| o | 21227 | 5.4% |
| s | 17880 | 4.6% |
| a | 17738 | 4.5% |
| f | 11975 | 3.1% |
| Other values (30) | 130396 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 389958 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 43016 | 11.0% |
| e | 33037 | 8.5% |
| i | 32320 | 8.3% |
| r | 30556 | 7.8% |
| l | 28809 | 7.4% |
| p | 23004 | 5.9% |
| o | 21227 | 5.4% |
| s | 17880 | 4.6% |
| a | 17738 | 4.5% |
| f | 11975 | 3.1% |
| Other values (30) | 130396 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 389958 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 43016 | 11.0% |
| e | 33037 | 8.5% |
| i | 32320 | 8.3% |
| r | 30556 | 7.8% |
| l | 28809 | 7.4% |
| p | 23004 | 5.9% |
| o | 21227 | 5.4% |
| s | 17880 | 4.6% |
| a | 17738 | 4.5% |
| f | 11975 | 3.1% |
| Other values (30) | 130396 |
team
Text
| Distinct | 374 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.1 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 28 |
| Mean length | 14.561466 |
| Min length | 4 |
Characters and Unicode
| Total characters | 156594 |
|---|---|
| Distinct characters | 79 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manchester United |
|---|---|
| 2nd row | Manchester United |
| 3rd row | Manchester United |
| 4th row | Manchester United |
| 5th row | Manchester United |
| Value | Count | Frequency (%) |
| fc | 2711 | 10.6% |
| club | 635 | 2.5% |
| united | 534 | 2.1% |
| city | 453 | 1.8% |
| ca | 391 | 1.5% |
| sc | 306 | 1.2% |
| clube | 291 | 1.1% |
| cf | 287 | 1.1% |
| atlético | 266 | 1.0% |
| de | 257 | 1.0% |
| Other values (572) | 19491 |
Most occurring characters
| Value | Count | Frequency (%) |
| 14868 | 9.5% | |
| a | 13024 | 8.3% |
| e | 10961 | 7.0% |
| o | 9241 | 5.9% |
| n | 7987 | 5.1% |
| r | 7870 | 5.0% |
| i | 7795 | 5.0% |
| l | 7733 | 4.9% |
| t | 7533 | 4.8% |
| C | 7248 | 4.6% |
| Other values (69) | 62334 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 156594 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 14868 | 9.5% | |
| a | 13024 | 8.3% |
| e | 10961 | 7.0% |
| o | 9241 | 5.9% |
| n | 7987 | 5.1% |
| r | 7870 | 5.0% |
| i | 7795 | 5.0% |
| l | 7733 | 4.9% |
| t | 7533 | 4.8% |
| C | 7248 | 4.6% |
| Other values (69) | 62334 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 156594 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 14868 | 9.5% | |
| a | 13024 | 8.3% |
| e | 10961 | 7.0% |
| o | 9241 | 5.9% |
| n | 7987 | 5.1% |
| r | 7870 | 5.0% |
| i | 7795 | 5.0% |
| l | 7733 | 4.9% |
| t | 7533 | 4.8% |
| C | 7248 | 4.6% |
| Other values (69) | 62334 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 156594 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 14868 | 9.5% | |
| a | 13024 | 8.3% |
| e | 10961 | 7.0% |
| o | 9241 | 5.9% |
| n | 7987 | 5.1% |
| r | 7870 | 5.0% |
| i | 7795 | 5.0% |
| l | 7733 | 4.9% |
| t | 7533 | 4.8% |
| C | 7248 | 4.6% |
| Other values (69) | 62334 |
name
Text
| Distinct | 10584 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.1 KiB |
Length
| Max length | 27 |
|---|---|
| Median length | 24 |
| Mean length | 13.327692 |
| Min length | 2 |
Characters and Unicode
| Total characters | 143326 |
|---|---|
| Distinct characters | 95 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10444 ? |
|---|---|
| Unique (%) | 97.1% |
Sample
| 1st row | David de Gea |
|---|---|
| 2nd row | Jack Butland |
| 3rd row | Tom Heaton |
| 4th row | Lisandro MartÃnez |
| 5th row | Raphaël Varane |
| Value | Count | Frequency (%) |
| lucas | 101 | 0.5% |
| kim | 96 | 0.4% |
| lee | 75 | 0.4% |
| juan | 73 | 0.3% |
| david | 63 | 0.3% |
| gabriel | 56 | 0.3% |
| van | 54 | 0.3% |
| daniel | 53 | 0.2% |
| carlos | 53 | 0.2% |
| josé | 51 | 0.2% |
| Other values (11435) | 20709 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 15167 | 10.6% |
| 10630 | 7.4% | |
| e | 10380 | 7.2% |
| i | 9976 | 7.0% |
| o | 9734 | 6.8% |
| n | 9027 | 6.3% |
| r | 7999 | 5.6% |
| l | 6291 | 4.4% |
| s | 5363 | 3.7% |
| u | 4702 | 3.3% |
| Other values (85) | 54057 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 143326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 15167 | 10.6% |
| 10630 | 7.4% | |
| e | 10380 | 7.2% |
| i | 9976 | 7.0% |
| o | 9734 | 6.8% |
| n | 9027 | 6.3% |
| r | 7999 | 5.6% |
| l | 6291 | 4.4% |
| s | 5363 | 3.7% |
| u | 4702 | 3.3% |
| Other values (85) | 54057 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 143326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 15167 | 10.6% |
| 10630 | 7.4% | |
| e | 10380 | 7.2% |
| i | 9976 | 7.0% |
| o | 9734 | 6.8% |
| n | 9027 | 6.3% |
| r | 7999 | 5.6% |
| l | 6291 | 4.4% |
| s | 5363 | 3.7% |
| u | 4702 | 3.3% |
| Other values (85) | 54057 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 143326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 15167 | 10.6% |
| 10630 | 7.4% | |
| e | 10380 | 7.2% |
| i | 9976 | 7.0% |
| o | 9734 | 6.8% |
| n | 9027 | 6.3% |
| r | 7999 | 5.6% |
| l | 6291 | 4.4% |
| s | 5363 | 3.7% |
| u | 4702 | 3.3% |
| Other values (85) | 54057 |
position
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.1 KiB |
| Defender Centre-Back | |
|---|---|
| Attack Centre-Forward | |
| Goalkeeper | |
| midfield-CentralMidfield | |
| midfield-DefensiveMidfield | |
| Other values (11) |
Length
| Max length | 26 |
|---|---|
| Median length | 21 |
| Mean length | 19.617073 |
| Min length | 6 |
Characters and Unicode
| Total characters | 210962 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Goalkeeper |
|---|---|
| 2nd row | Goalkeeper |
| 3rd row | Goalkeeper |
| 4th row | Defender Centre-Back |
| 5th row | Defender Centre-Back |
Common Values
| Value | Count | Frequency (%) |
| Defender Centre-Back | 1821 | |
| Attack Centre-Forward | 1353 | |
| Goalkeeper | 1229 | |
| midfield-CentralMidfield | 1149 | |
| midfield-DefensiveMidfield | 900 | |
| Defender Right-Back | 867 | |
| Defender Left-Back | 807 | |
| midfield-AttackingMidfield | 769 | |
| Attack-RightWinger | 717 | 6.7% |
| Attack-LeftWinger | 714 | 6.6% |
| Other values (6) | 428 | 4.0% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| defender | 3528 | |
| centre-back | 1821 | |
| attack | 1406 | 9.0% |
| centre-forward | 1353 | 8.7% |
| goalkeeper | 1229 | 7.9% |
| midfield-centralmidfield | 1149 | 7.4% |
| midfield-defensivemidfield | 900 | 5.8% |
| right-back | 867 | 5.6% |
| left-back | 807 | 5.2% |
| midfield-attackingmidfield | 769 | 4.9% |
| Other values (6) | 1773 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 33765 | |
| d | 17176 | 8.1% |
| i | 17081 | 8.1% |
| t | 15037 | 7.1% |
| r | 13347 | 6.3% |
| f | 12164 | 5.8% |
| n | 11016 | 5.2% |
| a | 10897 | 5.2% |
| - | 9364 | 4.4% |
| l | 8493 | 4.0% |
| Other values (22) | 62622 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 210962 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 33765 | |
| d | 17176 | 8.1% |
| i | 17081 | 8.1% |
| t | 15037 | 7.1% |
| r | 13347 | 6.3% |
| f | 12164 | 5.8% |
| n | 11016 | 5.2% |
| a | 10897 | 5.2% |
| - | 9364 | 4.4% |
| l | 8493 | 4.0% |
| Other values (22) | 62622 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 210962 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 33765 | |
| d | 17176 | 8.1% |
| i | 17081 | 8.1% |
| t | 15037 | 7.1% |
| r | 13347 | 6.3% |
| f | 12164 | 5.8% |
| n | 11016 | 5.2% |
| a | 10897 | 5.2% |
| - | 9364 | 4.4% |
| l | 8493 | 4.0% |
| Other values (22) | 62622 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 210962 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 33765 | |
| d | 17176 | 8.1% |
| i | 17081 | 8.1% |
| t | 15037 | 7.1% |
| r | 13347 | 6.3% |
| f | 12164 | 5.8% |
| n | 11016 | 5.2% |
| a | 10897 | 5.2% |
| - | 9364 | 4.4% |
| l | 8493 | 4.0% |
| Other values (22) | 62622 |
height
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.24035 |
| Minimum | 156 |
|---|---|
| Maximum | 206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 156 |
|---|---|
| 5-th percentile | 170 |
| Q1 | 176 |
| median | 181.24035 |
| Q3 | 186 |
| 95-th percentile | 193 |
| Maximum | 206 |
| Range | 50 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.9698182 |
|---|---|
| Coefficient of variation (CV) | 0.038456216 |
| Kurtosis | -0.33391044 |
| Mean | 181.24035 |
| Median Absolute Deviation (MAD) | 5.2403529 |
| Skewness | -0.047892306 |
| Sum | 1949058.8 |
| Variance | 48.578366 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 180 | 744 | 6.9% |
| 185 | 608 | 5.7% |
| 175 | 596 | 5.5% |
| 178 | 594 | 5.5% |
| 183 | 572 | 5.3% |
| 188 | 493 | 4.6% |
| 184 | 458 | 4.3% |
| 182 | 449 | 4.2% |
| 181.2403529 | 440 | 4.1% |
| 186 | 423 | 3.9% |
| Other values (37) | 5377 |
| Value | Count | Frequency (%) |
| 156 | 1 | < 0.1% |
| 159 | 1 | < 0.1% |
| 160 | 15 | 0.1% |
| 161 | 3 | < 0.1% |
| 162 | 6 | 0.1% |
| 163 | 16 | 0.1% |
| 164 | 14 | 0.1% |
| 165 | 42 | |
| 166 | 44 | |
| 167 | 85 |
| Value | Count | Frequency (%) |
| 206 | 2 | < 0.1% |
| 204 | 1 | < 0.1% |
| 202 | 6 | 0.1% |
| 200 | 12 | 0.1% |
| 199 | 12 | 0.1% |
| 198 | 24 | 0.2% |
| 197 | 31 | 0.3% |
| 196 | 68 | |
| 195 | 98 | |
| 194 | 117 |
age
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.041903 |
| Minimum | 15 |
|---|---|
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 22 |
| median | 26 |
| Q3 | 29 |
| 95-th percentile | 34 |
| Maximum | 43 |
| Range | 28 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.7776287 |
|---|---|
| Coefficient of variation (CV) | 0.18345928 |
| Kurtosis | -0.48806681 |
| Mean | 26.041903 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.35397006 |
| Sum | 280054.63 |
| Variance | 22.825736 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 22 | 841 | 7.8% |
| 23 | 823 | 7.7% |
| 26 | 812 | 7.6% |
| 25 | 772 | 7.2% |
| 24 | 767 | 7.1% |
| 21 | 715 | 6.6% |
| 28 | 678 | 6.3% |
| 27 | 666 | 6.2% |
| 29 | 650 | 6.0% |
| 30 | 617 | 5.7% |
| Other values (20) | 3413 |
| Value | Count | Frequency (%) |
| 15 | 6 | 0.1% |
| 16 | 19 | 0.2% |
| 17 | 80 | 0.7% |
| 18 | 224 | 2.1% |
| 19 | 411 | |
| 20 | 601 | |
| 21 | 715 | |
| 22 | 841 | |
| 23 | 823 | |
| 24 | 767 |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 42 | 7 | 0.1% |
| 41 | 6 | 0.1% |
| 40 | 19 | 0.2% |
| 39 | 20 | 0.2% |
| 38 | 36 | 0.3% |
| 37 | 90 | 0.8% |
| 36 | 149 | |
| 35 | 177 | |
| 34 | 257 |
appearance
Real number (ℝ)
ZEROS
| Distinct | 108 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.407011 |
| Minimum | 0 |
|---|---|
| Maximum | 107 |
| Zeros | 389 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 12 |
| median | 35 |
| Q3 | 59 |
| 95-th percentile | 80 |
| Maximum | 107 |
| Range | 107 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 26.526541 |
|---|---|
| Coefficient of variation (CV) | 0.72861077 |
| Kurtosis | -1.0979613 |
| Mean | 36.407011 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.28755915 |
| Sum | 391521 |
| Variance | 703.65735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 389 | 3.6% |
| 1 | 333 | 3.1% |
| 4 | 225 | 2.1% |
| 17 | 221 | 2.1% |
| 10 | 216 | 2.0% |
| 2 | 213 | 2.0% |
| 5 | 213 | 2.0% |
| 9 | 200 | 1.9% |
| 16 | 195 | 1.8% |
| 7 | 191 | 1.8% |
| Other values (98) | 8358 |
| Value | Count | Frequency (%) |
| 0 | 389 | |
| 1 | 333 | |
| 2 | 213 | |
| 3 | 189 | |
| 4 | 225 | |
| 5 | 213 | |
| 6 | 169 | |
| 7 | 191 | |
| 8 | 157 | |
| 9 | 200 |
| Value | Count | Frequency (%) |
| 107 | 3 | < 0.1% |
| 106 | 2 | < 0.1% |
| 105 | 5 | |
| 104 | 2 | < 0.1% |
| 103 | 1 | < 0.1% |
| 102 | 5 | |
| 101 | 8 | |
| 100 | 8 | |
| 99 | 10 | |
| 98 | 3 | < 0.1% |
goals
Real number (ℝ)
ZEROS
| Distinct | 5329 |
|---|---|
| Distinct (%) | 49.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12555432 |
| Minimum | 0 |
|---|---|
| Maximum | 11.25 |
| Zeros | 4354 |
| Zeros (%) | 40.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.045969184 |
| Q3 | 0.17226254 |
| 95-th percentile | 0.49357329 |
| Maximum | 11.25 |
| Range | 11.25 |
| Interquartile range (IQR) | 0.17226254 |
Descriptive statistics
| Standard deviation | 0.23558515 |
|---|---|
| Coefficient of variation (CV) | 1.8763604 |
| Kurtosis | 528.80338 |
| Mean | 0.12555432 |
| Median Absolute Deviation (MAD) | 0.045969184 |
| Skewness | 14.261621 |
| Sum | 1350.2111 |
| Variance | 0.055500363 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4354 | |
| 1 | 10 | 0.1% |
| 0.324909747 | 8 | 0.1% |
| 0.4 | 6 | 0.1% |
| 0.230769231 | 6 | 0.1% |
| 0.426540284 | 6 | 0.1% |
| 0.25 | 6 | 0.1% |
| 0.139318885 | 5 | < 0.1% |
| 0.271903323 | 5 | < 0.1% |
| 0.182555781 | 5 | < 0.1% |
| Other values (5319) | 6343 |
| Value | Count | Frequency (%) |
| 0 | 4354 | |
| 0.010710461 | 1 | < 0.1% |
| 0.011042945 | 1 | < 0.1% |
| 0.01173097 | 1 | < 0.1% |
| 0.012027262 | 1 | < 0.1% |
| 0.012571588 | 1 | < 0.1% |
| 0.012612108 | 1 | < 0.1% |
| 0.012619181 | 1 | < 0.1% |
| 0.012658228 | 1 | < 0.1% |
| 0.012818687 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11.25 | 1 | |
| 6 | 1 | |
| 4.5 | 1 | |
| 4.090909091 | 1 | |
| 3.461538462 | 1 | |
| 3.333333333 | 1 | |
| 2.903225806 | 1 | |
| 2 | 2 | |
| 1.956521739 | 1 | |
| 1.914893617 | 1 |
assists
Real number (ℝ)
ZEROS
| Distinct | 5065 |
|---|---|
| Distinct (%) | 47.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.086977646 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 4539 |
| Zeros (%) | 42.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.040773226 |
| Q3 | 0.1331361 |
| 95-th percentile | 0.30436775 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0.1331361 |
Descriptive statistics
| Standard deviation | 0.14335133 |
|---|---|
| Coefficient of variation (CV) | 1.6481399 |
| Kurtosis | 126.35506 |
| Mean | 0.086977646 |
| Median Absolute Deviation (MAD) | 0.040773226 |
| Skewness | 7.353238 |
| Sum | 935.35761 |
| Variance | 0.020549605 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4539 | |
| 0.100783875 | 6 | 0.1% |
| 1 | 6 | 0.1% |
| 0.174081238 | 6 | 0.1% |
| 0.111111111 | 6 | 0.1% |
| 0.2 | 6 | 0.1% |
| 0.053989202 | 5 | < 0.1% |
| 0.147299509 | 5 | < 0.1% |
| 0.148514851 | 5 | < 0.1% |
| 0.142857143 | 5 | < 0.1% |
| Other values (5055) | 6165 |
| Value | Count | Frequency (%) |
| 0 | 4539 | |
| 0.011359334 | 1 | < 0.1% |
| 0.011463508 | 1 | < 0.1% |
| 0.011554757 | 1 | < 0.1% |
| 0.011789363 | 1 | < 0.1% |
| 0.012009608 | 1 | < 0.1% |
| 0.012017626 | 1 | < 0.1% |
| 0.012196775 | 1 | < 0.1% |
| 0.012223279 | 1 | < 0.1% |
| 0.01243953 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 3.461538462 | 1 | |
| 2.903225806 | 1 | |
| 2.647058824 | 1 | |
| 2.045454545 | 1 | |
| 2 | 1 | |
| 1.956521739 | 1 | |
| 1.914893617 | 1 | |
| 1.764705882 | 2 | |
| 1.730769231 | 1 |
yellow cards
Real number (ℝ)
SKEWED ZEROS
| Distinct | 6291 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18975723 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 2213 |
| Zeros (%) | 20.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.053191489 |
| median | 0.15025042 |
| Q3 | 0.24827586 |
| 95-th percentile | 0.46016206 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0.19508437 |
Descriptive statistics
| Standard deviation | 0.43238792 |
|---|---|
| Coefficient of variation (CV) | 2.2786374 |
| Kurtosis | 2270.7485 |
| Mean | 0.18975723 |
| Median Absolute Deviation (MAD) | 0.097618838 |
| Skewness | 38.233867 |
| Sum | 2040.6492 |
| Variance | 0.18695931 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2213 | 20.6% |
| 0.142857143 | 16 | 0.1% |
| 0.333333333 | 16 | 0.1% |
| 0.25 | 15 | 0.1% |
| 0.125 | 14 | 0.1% |
| 0.2 | 13 | 0.1% |
| 0.5 | 12 | 0.1% |
| 0.1 | 12 | 0.1% |
| 1 | 12 | 0.1% |
| 0.117647059 | 11 | 0.1% |
| Other values (6281) | 8420 |
| Value | Count | Frequency (%) |
| 0 | 2213 | |
| 0.009584665 | 1 | < 0.1% |
| 0.009868421 | 1 | < 0.1% |
| 0.010033445 | 1 | < 0.1% |
| 0.012048193 | 1 | < 0.1% |
| 0.012508687 | 1 | < 0.1% |
| 0.013100437 | 1 | < 0.1% |
| 0.013513514 | 1 | < 0.1% |
| 0.013827009 | 1 | < 0.1% |
| 0.014285714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30 | 1 | |
| 12.85714286 | 1 | |
| 11.25 | 1 | |
| 10 | 1 | |
| 8.181818182 | 1 | |
| 7.5 | 2 | |
| 6 | 2 | |
| 5 | 1 | |
| 4.736842105 | 2 | |
| 4.285714286 | 1 |
second yellow cards
Real number (ℝ)
ZEROS
| Distinct | 1095 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0046656669 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 9585 |
| Zeros (%) | 89.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.027551592 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.025232003 |
|---|---|
| Coefficient of variation (CV) | 5.4080165 |
| Kurtosis | 511.28355 |
| Mean | 0.0046656669 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.963089 |
| Sum | 50.174582 |
| Variance | 0.00063665399 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9585 | |
| 0.025034771 | 3 | < 0.1% |
| 0.021464345 | 3 | < 0.1% |
| 0.021387833 | 3 | < 0.1% |
| 0.036363636 | 3 | < 0.1% |
| 0.030727211 | 2 | < 0.1% |
| 0.017737485 | 2 | < 0.1% |
| 0.034377387 | 2 | < 0.1% |
| 0.012710069 | 2 | < 0.1% |
| 0.067975831 | 2 | < 0.1% |
| Other values (1085) | 1147 | 10.7% |
| Value | Count | Frequency (%) |
| 0 | 9585 | |
| 0.01017524 | 1 | < 0.1% |
| 0.010679957 | 1 | < 0.1% |
| 0.010784901 | 1 | < 0.1% |
| 0.01079784 | 1 | < 0.1% |
| 0.011009174 | 1 | < 0.1% |
| 0.011038881 | 1 | < 0.1% |
| 0.011242973 | 1 | < 0.1% |
| 0.011306533 | 1 | < 0.1% |
| 0.011464968 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.927835052 | 1 | |
| 0.559006211 | 1 | |
| 0.538922156 | 1 | |
| 0.520231214 | 1 | |
| 0.491803279 | 1 | |
| 0.486486486 | 1 | |
| 0.436893204 | 1 | |
| 0.428571429 | 1 | |
| 0.361445783 | 1 |
red cards
Real number (ℝ)
SKEWED ZEROS
| Distinct | 1219 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0068260697 |
| Minimum | 0 |
|---|---|
| Maximum | 6.9230769 |
| Zeros | 9423 |
| Zeros (%) | 87.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.032220555 |
| Maximum | 6.9230769 |
| Range | 6.9230769 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.081142661 |
|---|---|
| Coefficient of variation (CV) | 11.887171 |
| Kurtosis | 5047.2959 |
| Mean | 0.0068260697 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 63.311587 |
| Sum | 73.407554 |
| Variance | 0.0065841315 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9423 | |
| 0.039232781 | 3 | < 0.1% |
| 0.018572018 | 3 | < 0.1% |
| 0.018820577 | 3 | < 0.1% |
| 0.019810698 | 3 | < 0.1% |
| 0.081818182 | 3 | < 0.1% |
| 0.042816365 | 3 | < 0.1% |
| 0.018529957 | 3 | < 0.1% |
| 0.032656023 | 2 | < 0.1% |
| 0.048179872 | 2 | < 0.1% |
| Other values (1209) | 1306 | 12.1% |
| Value | Count | Frequency (%) |
| 0 | 9423 | |
| 0.009963467 | 1 | < 0.1% |
| 0.010314004 | 1 | < 0.1% |
| 0.010738575 | 1 | < 0.1% |
| 0.010997067 | 1 | < 0.1% |
| 0.011038881 | 1 | < 0.1% |
| 0.011042945 | 1 | < 0.1% |
| 0.01119403 | 1 | < 0.1% |
| 0.011302273 | 1 | < 0.1% |
| 0.011463508 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.923076923 | 1 | |
| 2.5 | 1 | |
| 2 | 1 | |
| 1.578947368 | 1 | |
| 1.028571429 | 1 | |
| 1 | 1 | |
| 0.957446809 | 1 | |
| 0.756302521 | 1 | |
| 0.666666667 | 1 | |
| 0.629370629 | 1 |
goals conceded
Real number (ℝ)
ZEROS
| Distinct | 742 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13165547 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 9739 |
| Zeros (%) | 90.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.2906844 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.44233547 |
|---|---|
| Coefficient of variation (CV) | 3.3597956 |
| Kurtosis | 28.401938 |
| Mean | 0.13165547 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1661033 |
| Sum | 1415.8229 |
| Variance | 0.19566067 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9739 | |
| 1 | 36 | 0.3% |
| 2 | 27 | 0.3% |
| 1.5 | 20 | 0.2% |
| 1.333333333 | 12 | 0.1% |
| 0.5 | 10 | 0.1% |
| 1.4 | 8 | 0.1% |
| 1.666666667 | 8 | 0.1% |
| 1.2 | 8 | 0.1% |
| 0.8 | 8 | 0.1% |
| Other values (732) | 878 | 8.2% |
| Value | Count | Frequency (%) |
| 0 | 9739 | |
| 0.255681818 | 1 | < 0.1% |
| 0.306330837 | 1 | < 0.1% |
| 0.328467153 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.5 | 10 | 0.1% |
| 0.502793296 | 1 | < 0.1% |
| 0.520231214 | 1 | < 0.1% |
| 0.530451866 | 1 | < 0.1% |
| 0.5625 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 5.294117647 | 1 | < 0.1% |
| 4.205607477 | 1 | < 0.1% |
| 4.090909091 | 1 | < 0.1% |
| 3.941605839 | 1 | < 0.1% |
| 3.75 | 1 | < 0.1% |
| 3.529411765 | 1 | < 0.1% |
| 3.5 | 2 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3 | 7 |
clean sheets
Real number (ℝ)
SKEWED ZEROS
| Distinct | 635 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.044880899 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 9800 |
| Zeros (%) | 91.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.28 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9244373 |
|---|---|
| Coefficient of variation (CV) | 20.597566 |
| Kurtosis | 8369.2805 |
| Mean | 0.044880899 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 87.39062 |
| Sum | 482.64919 |
| Variance | 0.85458432 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9800 | |
| 0.5 | 33 | 0.3% |
| 0.333333333 | 23 | 0.2% |
| 0.25 | 19 | 0.2% |
| 1 | 16 | 0.1% |
| 0.2 | 15 | 0.1% |
| 0.4 | 14 | 0.1% |
| 0.142857143 | 11 | 0.1% |
| 0.285714286 | 11 | 0.1% |
| 0.272727273 | 9 | 0.1% |
| Other values (625) | 803 | 7.5% |
| Value | Count | Frequency (%) |
| 0 | 9800 | |
| 0.045454545 | 1 | < 0.1% |
| 0.05 | 1 | < 0.1% |
| 0.065597668 | 1 | < 0.1% |
| 0.069767442 | 1 | < 0.1% |
| 0.073051948 | 1 | < 0.1% |
| 0.073230269 | 1 | < 0.1% |
| 0.076923077 | 2 | < 0.1% |
| 0.083333333 | 4 | < 0.1% |
| 0.086956522 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 18 | 2 | |
| 10.58823529 | 1 | |
| 9 | 1 | |
| 8.181818182 | 1 | |
| 5.294117647 | 1 | |
| 3.6 | 1 | |
| 3.214285714 | 1 | |
| 2.571428571 | 1 | |
| 2.307692308 | 1 |
minutes played
Real number (ℝ)
ZEROS
| Distinct | 5036 |
|---|---|
| Distinct (%) | 46.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2470.7894 |
| Minimum | 0 |
|---|---|
| Maximum | 9510 |
| Zeros | 405 |
| Zeros (%) | 3.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 660 |
| median | 2101.5 |
| Q3 | 3968 |
| 95-th percentile | 6204.35 |
| Maximum | 9510 |
| Range | 9510 |
| Interquartile range (IQR) | 3308 |
Descriptive statistics
| Standard deviation | 2021.7033 |
|---|---|
| Coefficient of variation (CV) | 0.81824185 |
| Kurtosis | -0.50787143 |
| Mean | 2470.7894 |
| Median Absolute Deviation (MAD) | 1582.5 |
| Skewness | 0.63146904 |
| Sum | 26570869 |
| Variance | 4087284.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 405 | 3.8% |
| 90 | 98 | 0.9% |
| 180 | 41 | 0.4% |
| 1530 | 39 | 0.4% |
| 450 | 37 | 0.3% |
| 360 | 33 | 0.3% |
| 630 | 32 | 0.3% |
| 270 | 30 | 0.3% |
| 900 | 25 | 0.2% |
| 44 | 23 | 0.2% |
| Other values (5026) | 9991 |
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 1 | 8 | 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 8 | 0.1% |
| 4 | 8 | 0.1% |
| 5 | 7 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 6 | 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 9510 | 1 | |
| 9390 | 1 | |
| 9240 | 1 | |
| 9208 | 1 | |
| 9120 | 1 | |
| 9033 | 1 | |
| 9025 | 1 | |
| 8970 | 1 | |
| 8928 | 1 | |
| 8884 | 1 |
days_injured
Real number (ℝ)
ZEROS
| Distinct | 772 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.96169 |
| Minimum | 0 |
|---|---|
| Maximum | 2349 |
| Zeros | 4117 |
| Zeros (%) | 38.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 37 |
| Q3 | 181 |
| 95-th percentile | 475 |
| Maximum | 2349 |
| Range | 2349 |
| Interquartile range (IQR) | 181 |
Descriptive statistics
| Standard deviation | 175.20683 |
|---|---|
| Coefficient of variation (CV) | 1.4852858 |
| Kurtosis | 8.9483639 |
| Mean | 117.96169 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 2.3891449 |
| Sum | 1268560 |
| Variance | 30697.432 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4117 | |
| 14 | 72 | 0.7% |
| 7 | 51 | 0.5% |
| 10 | 51 | 0.5% |
| 21 | 44 | 0.4% |
| 31 | 44 | 0.4% |
| 19 | 43 | 0.4% |
| 18 | 42 | 0.4% |
| 35 | 42 | 0.4% |
| 42 | 40 | 0.4% |
| Other values (762) | 6208 |
| Value | Count | Frequency (%) |
| 0 | 4117 | |
| 1 | 1 | < 0.1% |
| 2 | 22 | 0.2% |
| 3 | 19 | 0.2% |
| 4 | 36 | 0.3% |
| 5 | 21 | 0.2% |
| 6 | 39 | 0.4% |
| 7 | 51 | 0.5% |
| 8 | 30 | 0.3% |
| 9 | 39 | 0.4% |
| Value | Count | Frequency (%) |
| 2349 | 1 | |
| 1570 | 1 | |
| 1555 | 1 | |
| 1456 | 1 | |
| 1365 | 1 | |
| 1307 | 1 | |
| 1290 | 1 | |
| 1268 | 1 | |
| 1232 | 1 | |
| 1222 | 1 |
games_injured
Real number (ℝ)
ZEROS
| Distinct | 154 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.826297 |
| Minimum | 0 |
|---|---|
| Maximum | 339 |
| Zeros | 4227 |
| Zeros (%) | 39.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 24 |
| 95-th percentile | 63 |
| Maximum | 339 |
| Range | 339 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 23.383606 |
|---|---|
| Coefficient of variation (CV) | 1.4775159 |
| Kurtosis | 9.2215628 |
| Mean | 15.826297 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.3475073 |
| Sum | 170196 |
| Variance | 546.79304 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4227 | |
| 2 | 277 | 2.6% |
| 4 | 252 | 2.3% |
| 3 | 250 | 2.3% |
| 1 | 247 | 2.3% |
| 5 | 234 | 2.2% |
| 7 | 211 | 2.0% |
| 6 | 198 | 1.8% |
| 8 | 179 | 1.7% |
| 9 | 169 | 1.6% |
| Other values (144) | 4510 |
| Value | Count | Frequency (%) |
| 0 | 4227 | |
| 1 | 247 | 2.3% |
| 2 | 277 | 2.6% |
| 3 | 250 | 2.3% |
| 4 | 252 | 2.3% |
| 5 | 234 | 2.2% |
| 6 | 198 | 1.8% |
| 7 | 211 | 2.0% |
| 8 | 179 | 1.7% |
| 9 | 169 | 1.6% |
| Value | Count | Frequency (%) |
| 339 | 1 | |
| 206 | 1 | |
| 201 | 1 | |
| 191 | 1 | |
| 171 | 2 | |
| 169 | 1 | |
| 168 | 1 | |
| 167 | 1 | |
| 162 | 1 | |
| 158 | 1 |
award
Real number (ℝ)
ZEROS
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9607588 |
| Minimum | 0 |
|---|---|
| Maximum | 92 |
| Zeros | 4773 |
| Zeros (%) | 44.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 8 |
| Maximum | 92 |
| Range | 92 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.7439364 |
|---|---|
| Coefficient of variation (CV) | 1.9094324 |
| Kurtosis | 90.932885 |
| Mean | 1.9607588 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.5056129 |
| Sum | 21086 |
| Variance | 14.017059 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 0 | 4773 | |
| 1 | 2211 | |
| 2 | 1223 | 11.4% |
| 3 | 730 | 6.8% |
| 4 | 460 | 4.3% |
| 5 | 323 | 3.0% |
| 6 | 216 | 2.0% |
| 7 | 199 | 1.9% |
| 8 | 121 | 1.1% |
| 9 | 110 | 1.0% |
| Other values (36) | 388 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 4773 | |
| 1 | 2211 | |
| 2 | 1223 | 11.4% |
| 3 | 730 | 6.8% |
| 4 | 460 | 4.3% |
| 5 | 323 | 3.0% |
| 6 | 216 | 2.0% |
| 7 | 199 | 1.9% |
| 8 | 121 | 1.1% |
| 9 | 110 | 1.0% |
| Value | Count | Frequency (%) |
| 92 | 1 | |
| 90 | 1 | |
| 65 | 1 | |
| 57 | 1 | |
| 53 | 1 | |
| 43 | 1 | |
| 42 | 1 | |
| 38 | 1 | |
| 37 | 2 | |
| 36 | 2 |
current_value
Real number (ℝ)
ZEROS
| Distinct | 128 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3622971 |
| Minimum | 0 |
|---|---|
| Maximum | 1.8 × 108 |
| Zeros | 167 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50000 |
| Q1 | 300000 |
| median | 800000 |
| Q3 | 3000000 |
| 95-th percentile | 18000000 |
| Maximum | 1.8 × 108 |
| Range | 1.8 × 108 |
| Interquartile range (IQR) | 2700000 |
Descriptive statistics
| Standard deviation | 9095409.9 |
|---|---|
| Coefficient of variation (CV) | 2.5104838 |
| Kurtosis | 63.339432 |
| Mean | 3622971 |
| Median Absolute Deviation (MAD) | 700000 |
| Skewness | 6.4534585 |
| Sum | 3.896143 × 1010 |
| Variance | 8.2726481 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1000000 | 473 | 4.4% |
| 300000 | 456 | 4.2% |
| 500000 | 441 | 4.1% |
| 50000 | 422 | 3.9% |
| 1500000 | 412 | 3.8% |
| 2000000 | 412 | 3.8% |
| 400000 | 406 | 3.8% |
| 200000 | 387 | 3.6% |
| 600000 | 349 | 3.2% |
| 100000 | 333 | 3.1% |
| Other values (118) | 6663 |
| Value | Count | Frequency (%) |
| 0 | 167 | 1.6% |
| 10000 | 3 | < 0.1% |
| 25000 | 255 | |
| 50000 | 422 | |
| 75000 | 170 | |
| 100000 | 333 | |
| 125000 | 112 | 1.0% |
| 150000 | 253 | |
| 175000 | 82 | 0.8% |
| 200000 | 387 |
| Value | Count | Frequency (%) |
| 180000000 | 1 | < 0.1% |
| 170000000 | 1 | < 0.1% |
| 150000000 | 1 | < 0.1% |
| 120000000 | 1 | < 0.1% |
| 110000000 | 3 | < 0.1% |
| 100000000 | 4 | < 0.1% |
| 90000000 | 2 | < 0.1% |
| 85000000 | 5 | |
| 80000000 | 10 | |
| 75000000 | 8 |
highest_value
Real number (ℝ)
ZEROS
| Distinct | 156 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6152606 |
| Minimum | 0 |
|---|---|
| Maximum | 2 × 108 |
| Zeros | 125 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50000 |
| Q1 | 450000 |
| median | 1500000 |
| Q3 | 5000000 |
| 95-th percentile | 30000000 |
| Maximum | 2 × 108 |
| Range | 2 × 108 |
| Interquartile range (IQR) | 4550000 |
Descriptive statistics
| Standard deviation | 13389876 |
|---|---|
| Coefficient of variation (CV) | 2.1762935 |
| Kurtosis | 37.24447 |
| Mean | 6152606 |
| Median Absolute Deviation (MAD) | 1325000 |
| Skewness | 5.0694773 |
| Sum | 6.6165125 × 1010 |
| Variance | 1.7928879 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1000000 | 470 | 4.4% |
| 1500000 | 417 | 3.9% |
| 2000000 | 411 | 3.8% |
| 50000 | 362 | 3.4% |
| 3000000 | 351 | 3.3% |
| 500000 | 340 | 3.2% |
| 2500000 | 329 | 3.1% |
| 5000000 | 321 | 3.0% |
| 400000 | 296 | 2.8% |
| 4000000 | 295 | 2.7% |
| Other values (146) | 7162 |
| Value | Count | Frequency (%) |
| 0 | 125 | 1.2% |
| 10000 | 2 | < 0.1% |
| 25000 | 200 | |
| 50000 | 362 | |
| 75000 | 123 | 1.1% |
| 100000 | 239 | |
| 125000 | 77 | 0.7% |
| 150000 | 180 | |
| 175000 | 66 | 0.6% |
| 200000 | 221 |
| Value | Count | Frequency (%) |
| 200000000 | 1 | < 0.1% |
| 180000000 | 2 | < 0.1% |
| 170000000 | 1 | < 0.1% |
| 160000000 | 1 | < 0.1% |
| 150000000 | 8 | |
| 130000000 | 1 | < 0.1% |
| 120000000 | 3 | < 0.1% |
| 110000000 | 5 | < 0.1% |
| 100000000 | 16 | |
| 90000000 | 16 |
position_encoded
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.1 KiB |
| 2 | |
|---|---|
| 3 | |
| 4 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10754 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 3528 | |
| 3 | 3095 | |
| 4 | 2902 | |
| 1 | 1229 | 11.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 3528 | |
| 3 | 3095 | |
| 4 | 2902 | |
| 1 | 1229 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 3528 | |
| 3 | 3095 | |
| 4 | 2902 | |
| 1 | 1229 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10754 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3528 | |
| 3 | 3095 | |
| 4 | 2902 | |
| 1 | 1229 | 11.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10754 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3528 | |
| 3 | 3095 | |
| 4 | 2902 | |
| 1 | 1229 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10754 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3528 | |
| 3 | 3095 | |
| 4 | 2902 | |
| 1 | 1229 | 11.4% |
winger
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10754 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7447 | |
| 1 | 3307 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7447 | |
| 1 | 3307 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7447 | |
| 1 | 3307 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10754 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7447 | |
| 1 | 3307 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10754 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7447 | |
| 1 | 3307 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10754 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7447 | |
| 1 | 3307 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| player | team | name | position | height | age | appearance | goals | assists | yellow cards | second yellow cards | red cards | goals conceded | clean sheets | minutes played | days_injured | games_injured | award | current_value | highest_value | position_encoded | winger | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | /david-de-gea/profil/spieler/59377 | Manchester United | David de Gea | Goalkeeper | 189.0 | 32.0 | 104 | 0.000000 | 0.000000 | 0.009585 | 0.0000 | 0.0 | 1.217252 | 0.335463 | 9390 | 42 | 5 | 13 | 15000000 | 70000000 | 1 | 0 |
| 1 | /jack-butland/profil/spieler/128899 | Manchester United | Jack Butland | Goalkeeper | 196.0 | 30.0 | 15 | 0.000000 | 0.000000 | 0.069018 | 0.0000 | 0.0 | 1.242331 | 0.207055 | 1304 | 510 | 58 | 1 | 1500000 | 22000000 | 1 | 0 |
| 2 | /tom-heaton/profil/spieler/34130 | Manchester United | Tom Heaton | Goalkeeper | 188.0 | 37.0 | 4 | 0.000000 | 0.000000 | 0.000000 | 0.0000 | 0.0 | 0.616438 | 0.924658 | 292 | 697 | 84 | 4 | 600000 | 6000000 | 1 | 0 |
| 3 | /lisandro-martinez/profil/spieler/480762 | Manchester United | Lisandro MartÃnez | Defender Centre-Back | 175.0 | 25.0 | 82 | 0.028090 | 0.056180 | 0.224719 | 0.0000 | 0.0 | 0.000000 | 0.000000 | 6408 | 175 | 22 | 9 | 50000000 | 50000000 | 2 | 0 |
| 4 | /raphael-varane/profil/spieler/164770 | Manchester United | Raphaël Varane | Defender Centre-Back | 191.0 | 30.0 | 63 | 0.017889 | 0.017889 | 0.053667 | 0.0000 | 0.0 | 0.000000 | 0.000000 | 5031 | 238 | 51 | 21 | 40000000 | 80000000 | 2 | 0 |
| 5 | /harry-maguire/profil/spieler/177907 | Manchester United | Harry Maguire | Defender Centre-Back | 194.0 | 30.0 | 68 | 0.037799 | 0.000000 | 0.302394 | 0.0189 | 0.0 | 0.000000 | 0.000000 | 4762 | 148 | 27 | 1 | 25000000 | 70000000 | 2 | 0 |
| 6 | /victor-lindelof/profil/spieler/184573 | Manchester United | Victor Lindelöf | Defender Centre-Back | 187.0 | 28.0 | 70 | 0.000000 | 0.032901 | 0.115153 | 0.0000 | 0.0 | 0.000000 | 0.000000 | 5471 | 95 | 19 | 10 | 15000000 | 35000000 | 2 | 0 |
| 7 | /phil-jones/profil/spieler/117996 | Manchester United | Phil Jones | Defender Centre-Back | 185.0 | 31.0 | 8 | 0.000000 | 0.000000 | 0.216346 | 0.0000 | 0.0 | 0.000000 | 0.000000 | 416 | 932 | 169 | 7 | 2000000 | 20000000 | 2 | 0 |
| 8 | /teden-mengi/profil/spieler/548470 | Manchester United | Teden Mengi | Defender Centre-Back | 186.0 | 21.0 | 34 | 0.000000 | 0.000000 | 0.130529 | 0.0000 | 0.0 | 0.000000 | 0.000000 | 2758 | 47 | 13 | 0 | 2000000 | 2000000 | 2 | 0 |
| 9 | /luke-shaw/profil/spieler/183288 | Manchester United | Luke Shaw | Defender Left-Back | 178.0 | 27.0 | 74 | 0.015374 | 0.169115 | 0.353604 | 0.0000 | 0.0 | 0.000000 | 0.000000 | 5854 | 443 | 70 | 4 | 35000000 | 42000000 | 2 | 1 |
| player | team | name | position | height | age | appearance | goals | assists | yellow cards | second yellow cards | red cards | goals conceded | clean sheets | minutes played | days_injured | games_injured | award | current_value | highest_value | position_encoded | winger | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10744 | /alessandro-lopane/profil/spieler/819840 | Western Sydney Wanderers | Alessandro Lopane | midfield-AttackingMidfield | 181.240353 | 19.0 | 32 | 0.070978 | 0.000000 | 0.212934 | 0.0 | 0.000000 | 0.0 | 0.0 | 1268 | 0 | 0 | 0 | 125000 | 150000 | 3 | 0 |
| 10745 | /brandon-borrello/profil/spieler/293592 | Western Sydney Wanderers | Brandon Borrello | Attack-RightWinger | 178.000000 | 27.0 | 45 | 0.359337 | 0.138206 | 0.248771 | 0.0 | 0.000000 | 0.0 | 0.0 | 3256 | 400 | 61 | 1 | 700000 | 1200000 | 4 | 1 |
| 10746 | /amor-layouni/profil/spieler/208880 | Western Sydney Wanderers | Amor Layouni | Attack-RightWinger | 191.000000 | 30.0 | 12 | 0.442804 | 0.332103 | 0.221402 | 0.0 | 0.000000 | 0.0 | 0.0 | 813 | 69 | 11 | 0 | 500000 | 1000000 | 4 | 1 |
| 10747 | /yeni-ngbakoto/profil/spieler/111053 | Western Sydney Wanderers | Yeni N'Gbakoto | Attack-RightWinger | 173.000000 | 31.0 | 35 | 0.291667 | 0.208333 | 0.125000 | 0.0 | 0.041667 | 0.0 | 0.0 | 2160 | 0 | 0 | 0 | 500000 | 3000000 | 4 | 1 |
| 10748 | /jarrod-carluccio/profil/spieler/749273 | Western Sydney Wanderers | Jarrod Carluccio | Attack-RightWinger | 178.000000 | 22.0 | 32 | 0.226700 | 0.000000 | 0.283375 | 0.0 | 0.000000 | 0.0 | 0.0 | 1588 | 0 | 0 | 0 | 200000 | 200000 | 4 | 1 |
| 10749 | /aidan-simmons/profil/spieler/867763 | Western Sydney Wanderers | Aidan Simmons | Attack-RightWinger | 181.240353 | 20.0 | 16 | 0.175953 | 0.087977 | 0.263930 | 0.0 | 0.000000 | 0.0 | 0.0 | 1023 | 0 | 0 | 0 | 75000 | 75000 | 4 | 1 |
| 10750 | /kusini-yengi/profil/spieler/708099 | Western Sydney Wanderers | Kusini Yengi | Attack Centre-Forward | 190.000000 | 24.0 | 26 | 0.372671 | 0.186335 | 0.186335 | 0.0 | 0.000000 | 0.0 | 0.0 | 1449 | 102 | 18 | 0 | 300000 | 300000 | 4 | 0 |
| 10751 | /nathanael-blair/profil/spieler/1023268 | Western Sydney Wanderers | Nathanael Blair | Attack Centre-Forward | 181.240353 | 19.0 | 20 | 0.375000 | 0.000000 | 0.187500 | 0.0 | 0.000000 | 0.0 | 0.0 | 960 | 0 | 0 | 0 | 50000 | 50000 | 4 | 0 |
| 10752 | /zachary-sapsford/profil/spieler/703657 | Western Sydney Wanderers | Zachary Sapsford | Attack Centre-Forward | 181.240353 | 20.0 | 17 | 0.312139 | 0.104046 | 0.000000 | 0.0 | 0.104046 | 0.0 | 0.0 | 865 | 0 | 0 | 0 | 50000 | 50000 | 4 | 0 |
| 10753 | /alexander-badolato/profil/spieler/957230 | Western Sydney Wanderers | Alexander Badolato | Attack Centre-Forward | 170.000000 | 18.0 | 21 | 0.000000 | 0.000000 | 0.086042 | 0.0 | 0.000000 | 0.0 | 0.0 | 1046 | 0 | 0 | 0 | 25000 | 25000 | 4 | 0 |